{"id":"W2023112883","doi":"10.4153/cmb-2004-035-7","title":"A Strong Form of a Problem of R. L. Graham","year":2004,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Mathematical Society; National Science Foundation","keywords":"Mathematics; Combinatorics; Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003832792,0.0001686794,0.0004373716,0.0001679684,0.00008192218,0.000008541986,0.0003056236,0.0001288885,0.00312507],"category_scores_gemma":[0.0003808723,0.0001360308,0.0001657598,0.000152766,0.000257052,0.00002132763,0.00005128174,0.0001530917,0.00008646942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008568016,"about_ca_system_score_gemma":0.0001843098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006089424,"about_ca_topic_score_gemma":0.0008007864,"domain_scores_codex":[0.9986251,0.00002828906,0.0005636499,0.0001660022,0.0002443799,0.0003725979],"domain_scores_gemma":[0.99877,0.0002464129,0.0001748695,0.0004021336,0.0001038276,0.0003027503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007634871,0.00005642989,0.00002314012,0.0005391257,0.00004124114,0.000008212009,0.001547734,0.000003324004,0.00006191679,0.996268,0.001100638,0.0003425803],"study_design_scores_gemma":[0.0004186883,0.00008251626,0.0000357624,0.0002551654,0.00004099476,0.00002333962,0.0002585362,0.000006811843,0.00130506,0.9954774,0.001956705,0.0001390142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343397,0.0001155992,0.00721547,0.001845725,0.00008343218,0.0009980889,0.00009809482,0.00006392727,0.1552399],"genre_scores_gemma":[0.9529572,0.000002666558,0.04649824,0.0000808556,0.00002662643,0.00001776085,0.000001923131,0.00002980087,0.0003849074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154855,"threshold_uncertainty_score":0.9977862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056232126297864,"score_gpt":0.2549708241667181,"score_spread":0.2344085029037395,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}